The data-centric computing group from the computer science department at the Barcelona Supercomputing Center is searching for 1 PreDoc for research on data analytics and machine learning towards novel architectures (RISC-V), willing to work on adapting, porting and evaluating Data Analytics runtimes in an EU project, for the course 2023-2025. The main objective is to participate in European research projects focused on porting Big Data infrastructures towards novel RISC-V technologies for data analysis, machine learning, and deep learning use cases and goals. For this, we're looking for a Ph.D. Student to join the DCC group and develop a research line in data analytics runtime and optimizations for new architectures. The mentioned tasks involve academic efforts such as experimenting and deploying HPDA platforms, AI/ML platforms, and compilers for novel platforms, also communicate research results (writing scientific papers, assisting at scientific conferences, ...).Key Duties
- Contribution to the development and porting of Big Data and Machine Learning frameworks.
- Functional design and execution of benchmarking related to HPDA architectures and Cloud and Serverless.
- Design of statistical and ML experiments toward multi-domain cases with large-volume data.
- Contribute to collaborations with different international research partners.
- Give mutual support to other researchers in the project.
Termini per aplicar: Diumenge, 16 Abril, 2023
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